An Improved Co-evolutionary Particle Swarm Optimization for Wireless Sensor Networks with Dynamic Deployment

作者: Xue Wang , Sheng Wang , Jun-Jie Ma

DOI: 10.3390/S7030354

关键词: Particle swarm optimizationMulti-swarm optimizationWireless sensor networkComputationSoftware deploymentSimulationBottleneckDeployment algorithmReal-time computingGlobal optimalEngineering

摘要: … Furthermore, the performance of the VF algorithm largely depends on the threshold distance d … , in CPSO, the vector is split into its components so that each swarm attempts to optimize a …

参考文章(20)
Xue Wang, Sheng Wang, Junjie Ma, Dynamic Deployment Optimization in Wireless Sensor Networks Intelligent Control and Automation. pp. 182- 187 ,(2006) , 10.1007/978-3-540-37256-1_25
Andrew Howard, Maja J. Matarić, Gaurav S. Sukhatme, Mobile Sensor Network Deployment using Potential Fields: A Distributed, Scalable Solution to the Area Coverage Problem Distributed Autonomous Robotic Systems 5. pp. 299- 308 ,(2002) , 10.1007/978-4-431-65941-9_30
Mitchell A. Potter, Kenneth A. Jong, A Cooperative Coevolutionary Approach to Function Optimization parallel problem solving from nature. pp. 249- 257 ,(1994) , 10.1007/3-540-58484-6_269
Lothar M. Schmitt, Theory of coevolutionary genetic algorithms international symposium on parallel and distributed processing and applications. pp. 285- 293 ,(2003) , 10.5555/1761566.1761604
Sun-Jin Kim, Mun-Kee Choi, Evolutionary algorithms for route selection and rate allocation in multirate multicast networks Applied Intelligence. ,vol. 26, pp. 197- 215 ,(2007) , 10.1007/S10489-006-0014-2
Xue Wang, Sheng Wang, Collaborative signal processing for target tracking in distributed wireless sensor networks Journal of Parallel and Distributed Computing. ,vol. 67, pp. 501- 515 ,(2007) , 10.1016/J.JPDC.2007.02.001
Marco Locatelli, Ulrich Raber, Packing equal circles in a square: a deterministic global optimization approach Discrete Applied Mathematics. ,vol. 122, pp. 139- 166 ,(2002) , 10.1016/S0166-218X(01)00359-6
TheinLai Wong, T. Tsuchiya, T. Kikuno, A self-organizing technique for sensor placement in wireless micro-sensor networks advanced information networking and applications. ,vol. 1, pp. 78- 83 ,(2004) , 10.1109/AINA.2004.1283891
Gregoire Danoy, Pascal Bouvry, Tomy Martins, hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm international conference hybrid intelligent systems. pp. 48- 48 ,(2006) , 10.1109/HIS.2006.32
F. vandenBergh, A.P. Engelbrecht, A Cooperative approach to particle swarm optimization IEEE Transactions on Evolutionary Computation. ,vol. 8, pp. 225- 239 ,(2004) , 10.1109/TEVC.2004.826069